Bootstrap confidence intervals for principal response curves

DOI10.1016/J.CSDA.2007.05.032zbMath1452.62422OpenAlexW2152973373WikidataQ59049171 ScholiaQ59049171MaRDI QIDQ1023511

Marieke E. Timmerman, Cajo J. F. ter Braak

Publication date: 12 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2007.05.032

zbMATH Keywords

singular value decompositionresampling

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25) Nonparametric tolerance and confidence regions (62G15) Nonparametric statistical resampling methods (62G09)

Uses Software

• fda (R)
• bootstrap
• bootlib

Cites Work

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• CANDELINC: A general approach to multidimensional analysis of many-way arrays with linear constraints on parameters
• A practical guide to splines
• Bootstrap methods: another look at the jackknife
• Functional data analysis
• Principal component analysis.
• Better Bootstrap Confidence Intervals
• Application of the Parametric Bootstrap to Models that Incorporate a Singular Value Decomposition

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